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"️🔥 Professional Certificate in AI and Machine Learning by Simplilearn in collaboration with Purdue University - https://www.simplilearn.com/professional-aiml-program?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥IITK - Professional Certificate Course in Generative AI and Machine Learning - https://www.simplilearn.com/iitk-professional-certificate-course-ai-machine-learning?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFFF&utm_source=Youtube ️🔥Microsoft AI Engineer Program - https://www.simplilearn.com/ai-engineer-course?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFFF&utm_source=Youtube ️️🔥 Applied Generative AI Specialization - https://www.simplilearn.com/applied-ai-course?utm_campaign=9f-GarcDY58&utm_medium=DescriptionFFF&utm_source=Youtube" This complete Machine Learning full course video covers all the topics that you need to know to become a master in the field of Machine Learning. It covers all the basics of Machine Learning, the different types of Machine Learning, and the various applications of Machine Learning used in different industries. This video will help you learn different Machine Learning algorithms in Python. Linear Regression, Logistic Regression, K Means Clustering, Decision Tree, and Support Vector. Dataset Link - https://drive.google.com/drive/folders/15lSrc4176J9z9_3WZo_b91BaNfItc2s0 Below topics are explained in this Machine Learning course for beginners: 0:00 Table of contents 01:46 Basics of Machine Learning 09:18 Why Machine Learning 13:25 What is Machine Learning 18:32 Types of Machine Learning 18:44 Supervised Learning 21:06 Reinforcement Learning 22:26 Supervised VS Unsupervised 23:38 Linear Regression 25:08 Introduction to Machine Learning 26:40 Application of Linear Regression 27:19 Understanding Linear Regression 28:00 Regression Equation 35:57 Multiple Linear Regression 55:45 Logistic Regression 56:04 What is Logistic Regression 59:35 What is Linear Regression 01:05:28 Comparing Linear & Logistic Regression 01:26:20 What is K-Means Clustering 01:38:00 How does K-Means Clustering work 02:15:15 What is Decision Tree 02:25:15 How does Decision Tree work 02:39:56 Random Forest Tutorial 02:41:52 Why Random Forest 02:43:21 What is Random Forest 02:52:02 How does Decision Tree work- 03:22:02 K-Nearest Neighbors Algorithm Tutorial 03:24:11 Why KNN 03:24:24 What is KNN 03:25:38 How do we choose 'K' 03:27:37 When do we use KNN 03:48:31 Applications of Support Vector Machine 03:48:55 Why Support Vector Machine 03:50:34 What Support Vector Machine 03:54:54 Advantages of Support Vector Machine 04:13:06 What is Naive Bayes 04:17:45 Where is Naive Bayes used 04:54:48 Top 10 Application of Machine Learning #MachineLearning #CompleteMachineLearningCourse #MachineLearningForBeginners #MachineLearningTutorial #MachineLearningWithPython #LearnMachineLearning #MachineLearingBasics #MachineLearningAlgorithms #MachineLearningEngineer #MachineLearningEngineerSalary #MachineLearningEngineerSkills #SimplilearnMachineLearning #MachineLearningCourse ➡️ About Artificial Intelligence Engineer This Artificial Intelligence Engineer course Created in partnership with IBM, this course introduces students to blended learning and prepares them to be AI and Data Science specialists. In Armonk, New York, IBM is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions. IBM is a leader in AI and Machine Learning technology verticals for 2021. This AI masters course will prepare students for Artificial Intelligence and Data Analytics careers. ✅ Key Features - Add the IBM Advantage to your Learning - 25 Industry-relevant Projects and Integrated labs - Immersive Learning Experience - Simplilearn's JobAssist helps you get noticed by top hiring companies ✅ Tools Covered - ChatGPT - Flask - Matplotlib - django - Python - Numpy - Pandas - SciPy - Keras - OpenCV - And Many More… Learn more at: https://www.simplilearn.com/big-data-and-analytics/machine-learning-certification-training-course?utm_campaign=Machine-Learning-Full-Course-9f-GarcDY58&utm_medium=Description&utm_source=youtube
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